Computational Intelligence Approaches for Digital Media Analysis and Description

Alexandros Iosifidis; Anastasios Tefas; Ioannis Pitas

doi:10.1007/978-3-319-07773-4_26

Computational Intelligence Approaches for Digital Media Analysis and Description

Alexandros Iosifidis
, Anastasios Tefas
, Ioannis Pitas

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Abstract

This paper provides an overview of recent research efforts for digital media analysis and description. It focuses on the specific problem of human centered video analysis for activity and identity recognition in unconstrained environments. For this problem, some of the state-of-the-art approaches for video representation and classification are described. The presented approaches are generic and can be easily adapted for the description and analysis of other semantic concepts, especially those that involve human presence in digital media content.

Original language	English
Title of host publication	Intelligent Data Analysis and its Applications
Subtitle of host publication	Proceeding of the First Euro-China Conference on Intelligent Data Analysis and Applications, June 13-15, 2014, Shenzhen, China
Editors	Jeng-Shyang Pan, Vaclev Snasel, Emilio S. Corchado, Ajith Abraham, Shyue-Liang Wang
Publisher	Springer International Publishing AG
Pages	263-272
Number of pages	10
Volume	2
ISBN (Electronic)	978-3-319-07773-4
ISBN (Print)	978-3-319-07772-7
DOIs	https://doi.org/10.1007/978-3-319-07773-4_26
Publication status	Published - 13 Jun 2014
Event	First Euro-China Conference on Intelligent Data Analysis and Applications (ECC) - Shenzhen, China Duration: 13 Jun 2014 → 15 Jun 2014

Publication series

Name	Advances in Intelligent Systems and Computing
Publisher	Springer International Publishing
Volume	298
ISSN (Print)	2194-5357

Conference

Conference	First Euro-China Conference on Intelligent Data Analysis and Applications (ECC)
Country/Territory	China
City	Shenzhen
Period	13/06/14 → 15/06/14

Keywords

Digital Media Analysis
Digital Media Description
Human Action Recognition
Video Representation
Video Classification

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10.1007/978-3-319-07773-4_26

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Iosifidis, A., Tefas, A., & Pitas, I. (2014). Computational Intelligence Approaches for Digital Media Analysis and Description. In J.-S. Pan, V. Snasel, E. S. Corchado, A. Abraham, & S.-L. Wang (Eds.), Intelligent Data Analysis and its Applications: Proceeding of the First Euro-China Conference on Intelligent Data Analysis and Applications, June 13-15, 2014, Shenzhen, China (Vol. 2, pp. 263-272). (Advances in Intelligent Systems and Computing; Vol. 298). Springer International Publishing AG. https://doi.org/10.1007/978-3-319-07773-4_26

Iosifidis, Alexandros ; Tefas, Anastasios ; Pitas, Ioannis. / Computational Intelligence Approaches for Digital Media Analysis and Description. Intelligent Data Analysis and its Applications: Proceeding of the First Euro-China Conference on Intelligent Data Analysis and Applications, June 13-15, 2014, Shenzhen, China. editor / Jeng-Shyang Pan ; Vaclev Snasel ; Emilio S. Corchado ; Ajith Abraham ; Shyue-Liang Wang. Vol. 2 Springer International Publishing AG, 2014. pp. 263-272 (Advances in Intelligent Systems and Computing).

@inproceedings{46cb393ef0d94c96a5efbdff5583431d,

title = "Computational Intelligence Approaches for Digital Media Analysis and Description",

abstract = "This paper provides an overview of recent research efforts for digital media analysis and description. It focuses on the specific problem of human centered video analysis for activity and identity recognition in unconstrained environments. For this problem, some of the state-of-the-art approaches for video representation and classification are described. The presented approaches are generic and can be easily adapted for the description and analysis of other semantic concepts, especially those that involve human presence in digital media content.",

keywords = "Digital Media Analysis, Digital Media Description, Human Action Recognition, Video Representation, Video Classification",

author = "Alexandros Iosifidis and Anastasios Tefas and Ioannis Pitas",

year = "2014",

month = jun,

day = "13",

doi = "10.1007/978-3-319-07773-4\_26",

language = "English",

isbn = "978-3-319-07772-7",

volume = "2",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer International Publishing AG",

pages = "263--272",

editor = "Jeng-Shyang Pan and Vaclev Snasel and Corchado, \{Emilio S.\} and Ajith Abraham and Shyue-Liang Wang",

booktitle = "Intelligent Data Analysis and its Applications",

address = "Switzerland",

note = "First Euro-China Conference on Intelligent Data Analysis and Applications (ECC) ; Conference date: 13-06-2014 Through 15-06-2014",

}

Iosifidis, A, Tefas, A & Pitas, I 2014, Computational Intelligence Approaches for Digital Media Analysis and Description. in J-S Pan, V Snasel, ES Corchado, A Abraham & S-L Wang (eds), Intelligent Data Analysis and its Applications: Proceeding of the First Euro-China Conference on Intelligent Data Analysis and Applications, June 13-15, 2014, Shenzhen, China. vol. 2, Advances in Intelligent Systems and Computing, vol. 298, Springer International Publishing AG, pp. 263-272, First Euro-China Conference on Intelligent Data Analysis and Applications (ECC), Shenzhen, China, 13/06/14. https://doi.org/10.1007/978-3-319-07773-4_26

Computational Intelligence Approaches for Digital Media Analysis and Description. / Iosifidis, Alexandros; Tefas, Anastasios; Pitas, Ioannis.
Intelligent Data Analysis and its Applications: Proceeding of the First Euro-China Conference on Intelligent Data Analysis and Applications, June 13-15, 2014, Shenzhen, China. ed. / Jeng-Shyang Pan; Vaclev Snasel; Emilio S. Corchado; Ajith Abraham; Shyue-Liang Wang. Vol. 2 Springer International Publishing AG, 2014. p. 263-272 (Advances in Intelligent Systems and Computing; Vol. 298).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

TY - GEN

T1 - Computational Intelligence Approaches for Digital Media Analysis and Description

AU - Iosifidis, Alexandros

AU - Tefas, Anastasios

AU - Pitas, Ioannis

PY - 2014/6/13

Y1 - 2014/6/13

N2 - This paper provides an overview of recent research efforts for digital media analysis and description. It focuses on the specific problem of human centered video analysis for activity and identity recognition in unconstrained environments. For this problem, some of the state-of-the-art approaches for video representation and classification are described. The presented approaches are generic and can be easily adapted for the description and analysis of other semantic concepts, especially those that involve human presence in digital media content.

AB - This paper provides an overview of recent research efforts for digital media analysis and description. It focuses on the specific problem of human centered video analysis for activity and identity recognition in unconstrained environments. For this problem, some of the state-of-the-art approaches for video representation and classification are described. The presented approaches are generic and can be easily adapted for the description and analysis of other semantic concepts, especially those that involve human presence in digital media content.

KW - Digital Media Analysis

KW - Digital Media Description

KW - Human Action Recognition

KW - Video Representation

KW - Video Classification

U2 - 10.1007/978-3-319-07773-4_26

DO - 10.1007/978-3-319-07773-4_26

M3 - Conference Contribution (Conference Proceeding)

SN - 978-3-319-07772-7

VL - 2

T3 - Advances in Intelligent Systems and Computing

SP - 263

EP - 272

BT - Intelligent Data Analysis and its Applications

A2 - Pan, Jeng-Shyang

A2 - Snasel, Vaclev

A2 - Corchado, Emilio S.

A2 - Abraham, Ajith

A2 - Wang, Shyue-Liang

PB - Springer International Publishing AG

T2 - First Euro-China Conference on Intelligent Data Analysis and Applications (ECC)

Y2 - 13 June 2014 through 15 June 2014

ER -

Iosifidis A, Tefas A, Pitas I. Computational Intelligence Approaches for Digital Media Analysis and Description. In Pan JS, Snasel V, Corchado ES, Abraham A, Wang SL, editors, Intelligent Data Analysis and its Applications: Proceeding of the First Euro-China Conference on Intelligent Data Analysis and Applications, June 13-15, 2014, Shenzhen, China. Vol. 2. Springer International Publishing AG. 2014. p. 263-272. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-07773-4_26

Computational Intelligence Approaches for Digital Media Analysis and Description

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